TOP 10 FREE DEEP LEARNING MASSIVE OPEN ONLINE COURSES :
1. Deep Learning by Google
2. Neural Networks and Deep Learning
3. Algorithms: Design and Analysis
4. Machine Learning
5. Improving Deep Neural Networks
6. Deep Learning Lecture
7. Neural Networks for Machine Learning
8. Creative Applications of Deep Learning with TensorFlow
9. Introduction to Deep Learning
10. Deep Learning for Self-Driving Cars
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@DeepLearning_AI
https://edgy.app/top-10-free-deep-learning-moocs
1. Deep Learning by Google
2. Neural Networks and Deep Learning
3. Algorithms: Design and Analysis
4. Machine Learning
5. Improving Deep Neural Networks
6. Deep Learning Lecture
7. Neural Networks for Machine Learning
8. Creative Applications of Deep Learning with TensorFlow
9. Introduction to Deep Learning
10. Deep Learning for Self-Driving Cars
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@DeepLearning_AI
https://edgy.app/top-10-free-deep-learning-moocs
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Machine Learning is Fun!
The world’s easiest introduction to Machine Learning
https://medium.com/@ageitgey/machine-learning-is-fun-80ea3ec3c471
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@DeepLearning_AI
The world’s easiest introduction to Machine Learning
https://medium.com/@ageitgey/machine-learning-is-fun-80ea3ec3c471
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@DeepLearning_AI
Medium
Machine Learning is Fun!
The world’s easiest introduction to Machine Learning
China is about to overtake America in AI research
China will publish more of the most-cited 50 percent of papers than America for the first time this year
https://www.theverge.com/2019/3/14/18265230/china-is-about-to-overtake-america-in-ai-research
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@DeepLearning_AI
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China will publish more of the most-cited 50 percent of papers than America for the first time this year
https://www.theverge.com/2019/3/14/18265230/china-is-about-to-overtake-america-in-ai-research
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@DeepLearning_AI
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The Verge
China is about to overtake America in AI research
More government funding is producing more research
Deep Learning Explained (FREE COURSE)
Welcome to course
1 | Introduction and Overview
2 | Multi-class Classification using Logistic Regression
3 | Multi-Layer Perceptron
4 | Convolution Neural Network
5 | Recurrent Neural Network and Long Short Term Memory
6 | Text Classification with RNN and LSTM
Wrap-up and Post-Course Survey
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@DeepLearning_AI
Welcome to course
1 | Introduction and Overview
2 | Multi-class Classification using Logistic Regression
3 | Multi-Layer Perceptron
4 | Convolution Neural Network
5 | Recurrent Neural Network and Long Short Term Memory
6 | Text Classification with RNN and LSTM
Wrap-up and Post-Course Survey
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@DeepLearning_AI
A Step-by-Step Introduction to the Basic Object Detection Algorithms
Table of Contents
A Simple Way of Solving an Object Detection Task (using Deep Learning)
Understanding Region-Based Convolutional Neural Networks
1. Intuition of RCNN
2. Problems with RCNN
Understanding Fast RCNN
1. Intuition of Fast RCNN
2. Problems with Fast RCNN
Understanding Faster RCNN
1. Intuition of Faster RCNN
2. Problems with Faster RCNN
Summary of the Algorithms covered
Table of Contents
A Simple Way of Solving an Object Detection Task (using Deep Learning)
Understanding Region-Based Convolutional Neural Networks
1. Intuition of RCNN
2. Problems with RCNN
Understanding Fast RCNN
1. Intuition of Fast RCNN
2. Problems with Fast RCNN
Understanding Faster RCNN
1. Intuition of Faster RCNN
2. Problems with Faster RCNN
Summary of the Algorithms covered
https://medium.com/analytics-vidhya/a-step-by-step-introduction-to-the-basic-object-detection-algorithms-part-1-c61bebaf1038
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@DeepLearning_AI
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@DeepLearning_AI
Medium
A Step-by-Step Introduction to the Basic Object Detection Algorithms (Part 1)
How much time have you spent looking for lost room keys in an untidy and messy house? It happens to the best of us and till date remains…
Edge Detection in Opencv 4.0, A 15 Minutes Tutorial
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@DeepLearning_AI
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https://blog.sicara.com/opencv-edge-detection-tutorial-7c3303f10788
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@DeepLearning_AI
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https://blog.sicara.com/opencv-edge-detection-tutorial-7c3303f10788
Sicara
Edge Detection in Opencv 4.0, A 15 Minutes Tutorial | Sicara
This tutorial will teach you, with examples, two OpenCV techniques in python to deal with edge detection.
Live Object Detection – Towards Data Science
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@DeepLearning_AI
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https://towardsdatascience.com/live-object-detection-26cd50cceffd
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@DeepLearning_AI
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https://towardsdatascience.com/live-object-detection-26cd50cceffd
Medium
Live Object Detection
Live Object Detection using the Tensorflow Object Detection API
My Top 5 Recommended Places to Learn about Deep Learning and Machine Learning
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@DeepLearning_AI
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https://medium.com/datadriveninvestor/my-top-5-recommended-places-to-learn-about-deep-learning-and-machine-learning-f95153a847e
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@DeepLearning_AI
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https://medium.com/datadriveninvestor/my-top-5-recommended-places-to-learn-about-deep-learning-and-machine-learning-f95153a847e
Medium
My Top 5 Recommended Places to Learn about Deep Learning and Machine Learning
Continuing on my #100DaysOfMLCode, these are some of the courses I’m following and recommend if you are interested in learning ML and DL.
How to become an expert in NLP in 2019 (1)
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@DeepLearning_AI
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https://medium.com/@kushajreal/how-to-become-an-expert-in-nlp-in-2019-1-945f4e9073c0
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@DeepLearning_AI
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https://medium.com/@kushajreal/how-to-become-an-expert-in-nlp-in-2019-1-945f4e9073c0
Medium
How to become an expert in NLP in 2019 (1)
Complete list of resources that will provide you with all the theoretical background in the latest NLP research and techniques.
On Choosing a Deep Reinforcement Learning Library
As Deep Reinforcement Learning is becoming one of the most hyped strategies to achieve AGI (aka Artificial General Intelligence) more and more libraries are developed.
And choosing the best for your needs can be a daunting task…
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@DeepLearning_AI
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https://medium.com/data-from-the-trenches/choosing-a-deep-reinforcement-learning-library-890fb0307092
As Deep Reinforcement Learning is becoming one of the most hyped strategies to achieve AGI (aka Artificial General Intelligence) more and more libraries are developed.
And choosing the best for your needs can be a daunting task…
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@DeepLearning_AI
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https://medium.com/data-from-the-trenches/choosing-a-deep-reinforcement-learning-library-890fb0307092
Medium
Choosing a Deep Reinforcement Learning Library
In recent years, we’ve seen an acceleration of innovations in Deep Reinforcement learning. Examples include beating the champion of the…
DeepMind & Google Graph Matching Network Outperforms GNN
DeepMind and Google researchers have proposed a powerful new graph matching network (GMN) model for the retrieval and matching of graph structured objects. GMN uses similarity learning for graph structured objects and outperforms graph neural network (GNN) models on graph similarity learning (GSL) tasks.
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@DeepLearning_AI
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https://medium.com/syncedreview/deepmind-google-graph-matching-network-outperforms-gnn-c277d3ca6f75
DeepMind and Google researchers have proposed a powerful new graph matching network (GMN) model for the retrieval and matching of graph structured objects. GMN uses similarity learning for graph structured objects and outperforms graph neural network (GNN) models on graph similarity learning (GSL) tasks.
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@DeepLearning_AI
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https://medium.com/syncedreview/deepmind-google-graph-matching-network-outperforms-gnn-c277d3ca6f75
Medium
DeepMind & Google Graph Matching Network Outperforms GNN
DeepMind and Google researchers have proposed a powerful new graph matching network (GMN) model for the retrieval and matching of graph…
Algorithms online Course from PRINCETON UNIVERSITY
About this Course
This course covers the essential information that every serious programmer needs to know about algorithms and data structures, with emphasis on applications and scientific performance analysis of Java implementations. Part I covers elementary data structures, sorting, and searching algorithms. Part II focuses on graph- and string-processing algorithms.
All the features of this course are available for free. It does not offer a certificate upon completion
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@DeepLearning_AI
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https://www.coursera.org/learn/algorithms-part1?ranMID=40328&ranEAID=SAyYsTvLiGQ&ranSiteID=SAyYsTvLiGQ-ayH4CcL5jMTprP4tidKo4g&siteID=SAyYsTvLiGQ-ayH4CcL5jMTprP4tidKo4g&utm_content=10&utm_medium=partners&utm_source=linkshare&utm_campaign=SAyYsTvLiGQ
About this Course
This course covers the essential information that every serious programmer needs to know about algorithms and data structures, with emphasis on applications and scientific performance analysis of Java implementations. Part I covers elementary data structures, sorting, and searching algorithms. Part II focuses on graph- and string-processing algorithms.
All the features of this course are available for free. It does not offer a certificate upon completion
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@DeepLearning_AI
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https://www.coursera.org/learn/algorithms-part1?ranMID=40328&ranEAID=SAyYsTvLiGQ&ranSiteID=SAyYsTvLiGQ-ayH4CcL5jMTprP4tidKo4g&siteID=SAyYsTvLiGQ-ayH4CcL5jMTprP4tidKo4g&utm_content=10&utm_medium=partners&utm_source=linkshare&utm_campaign=SAyYsTvLiGQ
Coursera
Algorithms, Part I
Offered by Princeton University. This course covers the ... Enroll for free.
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Diving into Deep Convolutional Semantic Segmentation Networks and Deeplab_V3
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@DeepLearning_AI
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https://sthalles.github.io/deep_segmentation_network/
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@DeepLearning_AI
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https://sthalles.github.io/deep_segmentation_network/
sthalles.github.io
Deeplab Image Semantic Segmentation Network - Thalles' blog
Not just another GAN paper — SAGAN – Towards Data Science
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@DeepLearning_AI
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https://towardsdatascience.com/not-just-another-gan-paper-sagan-96e649f01a6b
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@DeepLearning_AI
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https://towardsdatascience.com/not-just-another-gan-paper-sagan-96e649f01a6b
Medium
Not just another GAN paper — SAGAN
Today I am going to discuss a recent paper which I read and presented to some of my friends. I found the idea of the paper so simple that I…